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Showing 2251–2300 of 5629 papers

TitleStatusHype
LR-SQL: A Supervised Fine-Tuning Method for Text2SQL Tasks under Low-Resource ScenariosCode0
Manas: Mining Software Repositories to Assist AutoMLCode0
Megapixel Image Generation with Step-Unrolled Denoising AutoencodersCode0
On the Design of Quantum Graph Convolutional Neural Network in the NISQ-Era and BeyondCode0
Longer Attention Span: Increasing Transformer Context Length with Sparse Graph Processing TechniquesCode0
Local SGD with Periodic Averaging: Tighter Analysis and Adaptive SynchronizationCode0
Auto-Keras: An Efficient Neural Architecture Search SystemCode0
LoCo: Low-Bit Communication Adaptor for Large-scale Model TrainingCode0
Accelerating Simulation-based Inference with Emerging AI HardwareCode0
LLM-Powered Ensemble Learning for Paper Source Tracing: A GPU-Free ApproachCode0
AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive CrossbarsCode0
Multi-scale Processing of Noisy Images using Edge Preservation LossesCode0
A GPU-based Hydrodynamic Simulator with Boid InteractionsCode0
DeepDSL: A Compilation-based Domain-Specific Language for Deep LearningCode0
4D-ROLLS: 4D Radar Occupancy Learning via LiDAR SupervisionCode0
LLMPerf: GPU Performance Modeling meets Large Language ModelsCode0
LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language ModelsCode0
deepCR: Cosmic Ray Rejection with Deep LearningCode0
Deep Generalized Convolutional Sum-Product NetworksCode0
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman CodingCode0
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image SegmentationCode0
A Universal Framework for Compressing Embeddings in CTR PredictionCode0
Liquid Fourier Latent Dynamics Networks for fast GPU-based numerical simulations in computational cardiologyCode0
liquidSVM: A Fast and Versatile SVM packageCode0
Light-Weight RefineNet for Real-Time Semantic SegmentationCode0
Limited Evaluation Evolutionary Optimization of Large Neural NetworksCode0
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result FusionCode0
Debiasing Cardiac Imaging with Controlled Latent Diffusion ModelsCode0
DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic SegmentationCode0
A unified framework for 21cm tomography sample generation and parameter inference with Progressively Growing GANsCode0
Data Stream Sampling with Fuzzy Task Boundaries and Noisy LabelsCode0
Dataset Distillation via Adversarial Prediction MatchingCode0
A Generative Appearance Model for End-to-end Video Object SegmentationCode0
Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural NetworksCode0
LightNet: A Versatile, Standalone Matlab-based Environment for Deep LearningCode0
Leveraging Optimization for Adaptive Attacks on Image WatermarksCode0
Leveraging Knowledge Distillation for Efficient Deep Reinforcement Learning in Resource-Constrained EnvironmentsCode0
Lex2Sent: A bagging approach to unsupervised sentiment analysisCode0
DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE InferenceCode0
AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing GraphsCode0
libmolgrid: GPU Accelerated Molecular Gridding for Deep Learning ApplicationsCode0
Learning to love diligent trolls: Accounting for rater effects in the dialogue safety taskCode0
Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold TriangulationCode0
Learning to Generate Parameters of ConvNets for Unseen Image DataCode0
Attention on Attention: Architectures for Visual Question Answering (VQA)Code0
Learning Structured Sparsity in Deep Neural NetworksCode0
CytonRL: an Efficient Reinforcement Learning Open-source Toolkit Implemented in C++Code0
CytonMT: an Efficient Neural Machine Translation Open-source Toolkit Implemented in C++Code0
A Frequency-aware Software Cache for Large Recommendation System EmbeddingsCode0
Learning Guided Convolutional Network for Depth CompletionCode0
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